The silence amplified the pounding in Clara's ears, a rhythm of mounting agitation. She glared at the unmoving elevator doors, her body coiled tight, ready to spring. She found herself snapping at her coworker, Tom, over the smallest of things, his attempts at small talk met with icy stares and terse responses.

She crossed her arms, a gesture that spoke volumes. The confined space, the lack of control, the sheer absurdity of the situation, it was all feeding a growing tempest within her. She wanted to scream. She felt like screaming.

She took a deep breath, trying to regain some semblance of composure. She needed to focus, to think. But the heat, the lack of air, the immobility, it all conspired to erode her control. She felt like she was trapped in a pressure cooker, the steam building rapidly.

She spun on her heel, her movements abrupt and sharp. She kicked at the wall, a swift, decisive motion that provided a tiny, momentary release. She needed to escape, and every second felt like a personal affront.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285